Models. We conduct the experiments of text spans extraction using off-the-shelf sequence labeling models, including CRF [1]}, LSTM-CRF [2]} and LM-LSTM-CRF [3]}. The models are trained on the sequence labeling dataset generated by text spans matching. For comparison, we also implement a hand-crafted rule extraction baseline with TokensRegex.
